"This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"
Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"See full answer
"Objective:
Primary Goal: Maximize long-term user engagement and retention while balancing monetization.
Secondary Goal: Improve relevance of content, ensuring users enjoy their feed.
Key Metrics
User Engagement → Session Length
Ad Revenue → conversion rates, revenue per user.
Friend Network Growth → New connections, follow-up engagement with new friends.
Retention Rate → How often users return after seeing either an ad or recommendation.
Inputs & Signals for the Sy"
Arindam G. - "Objective:
Primary Goal: Maximize long-term user engagement and retention while balancing monetization.
Secondary Goal: Improve relevance of content, ensuring users enjoy their feed.
Key Metrics
User Engagement → Session Length
Ad Revenue → conversion rates, revenue per user.
Friend Network Growth → New connections, follow-up engagement with new friends.
Retention Rate → How often users return after seeing either an ad or recommendation.
Inputs & Signals for the Sy"See full answer
"This is a Strategy Question, which asks you to justify high-level business decisions and strategy. There's no set formula, but we recommend proposing at least three different reasons to answer the question.
Let's go over one possible solution:
> I think there's three major ways Uber was impacted:Hiring uncertainty
> A focus on Eats
> Assisting local restaurants
>
Hiring uncertainty
> I think one of the major ways Uber, and any tech business, was affected is in hiring new talent. I've hea"
Exponent - "This is a Strategy Question, which asks you to justify high-level business decisions and strategy. There's no set formula, but we recommend proposing at least three different reasons to answer the question.
Let's go over one possible solution:
> I think there's three major ways Uber was impacted:Hiring uncertainty
> A focus on Eats
> Assisting local restaurants
>
Hiring uncertainty
> I think one of the major ways Uber, and any tech business, was affected is in hiring new talent. I've hea"See full answer
"This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"
Exponent - "This is another Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your"See full answer
"For a fully autonomous car, the car interior is the core of the customer experience since the customer focus is inside of car, not outside of the car. To make this experience superior, we need to consider the aspects that contribute to this- from the perspective of features and quality. Features would include (1) Seating: ample leg room, flexible seating, reclining; massage, heat on seats. (2)Storage: Cup holders- for hot/cold beverages, flexible tilt-able table top for laptop/Ipad display; (3)"
Leena M. - "For a fully autonomous car, the car interior is the core of the customer experience since the customer focus is inside of car, not outside of the car. To make this experience superior, we need to consider the aspects that contribute to this- from the perspective of features and quality. Features would include (1) Seating: ample leg room, flexible seating, reclining; massage, heat on seats. (2)Storage: Cup holders- for hot/cold beverages, flexible tilt-able table top for laptop/Ipad display; (3)"See full answer
"This is one of the core behavioral questions that you should expect to cover in any interview. In particular, it asks you to justify why you want to work at a specific company that you've applied for. There's no right answer for this, however we do recommend you list at least three distinct reasons.
Here's an example of what you might say:
> Great question! There's so many reasons, but I'll keep it to the three biggest so that I don't just go on and on. Those reasons are:Building an impactful pr"
Exponent - "This is one of the core behavioral questions that you should expect to cover in any interview. In particular, it asks you to justify why you want to work at a specific company that you've applied for. There's no right answer for this, however we do recommend you list at least three distinct reasons.
Here's an example of what you might say:
> Great question! There's so many reasons, but I'll keep it to the three biggest so that I don't just go on and on. Those reasons are:Building an impactful pr"See full answer
"This is a Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
As"
Exponent - "This is a Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
As"See full answer
"This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"
Exponent - "This is another Diagnosis problem. To answer this question, we suggest you use our framework (along with the TROPIC method) to be as thorough as possible. The framework is as follows:
Ask clarifying questions
List potential high level reasons
Gather Context (TROPIC)Time
Region
Other features / products (internal)
Platform
Industry / Competition
Cannibalization
Establish a theory of probable cause
Test theories
Propose solutions
Summarize
"See full answer
"This was a fun question asked recently by Amazon. Let's get to it! This is a Design Question so let's follow the formula:
Ask Clarifying Questions
Identify user behaviors, types, and pain points
State the goal and use cases
List current solutions
Brainstorm new solutions
Evaluate and select solution
Measure success
Summarize
Ask clarifying questions
Here we want to clarify scope and make sure we are on the same page as the interview"
Exponent - "This was a fun question asked recently by Amazon. Let's get to it! This is a Design Question so let's follow the formula:
Ask Clarifying Questions
Identify user behaviors, types, and pain points
State the goal and use cases
List current solutions
Brainstorm new solutions
Evaluate and select solution
Measure success
Summarize
Ask clarifying questions
Here we want to clarify scope and make sure we are on the same page as the interview"See full answer
"This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"
Exponent - "This is a Fermi problem — an estimation or approximation problem with limited information and back-of-the-envelope calculations. There's no right answer: interviewers want to understand how you think and how well you can explain your reasoning, rather than what you already know.
Recall the formula for Fermi problems:
Ask clarifying questions
Catalog what you know
Make equation(s)
Think about edge cases to add to equation
**Breakdown components of your equat"See full answer